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Found 25 papers, 6 papers with code
SIGMORPHON 2021 Shared Task on Morphological Reinflection: Generalization Across Languages
This year's iteration of the SIGMORPHON Shared Task on morphological reinflection focuses on typological diversity and cross-lingual variation of morphosyntactic features.
Morphotactic Modeling in an Open-source Multi-dialectal Arabic Morphological Analyzer and Generator
Arabic is a morphologically rich and complex language, with numerous dialectal variants.
The Bahrain Corpus: A Multi-genre Corpus of Bahraini Arabic
Our objective is to create a specialized corpus of the Bahraini Arabic dialect, which includes written texts as well as transcripts of audio files, belonging to a different genre (folktales, comedy shows, plays, cooking shows, etc.).
SIGMORPHON–UniMorph 2022 Shared Task 0: Generalization and Typologically Diverse Morphological Inflection
The 2022 SIGMORPHON–UniMorph shared task on large scale morphological inflection generation included a wide range of typologically diverse languages: 33 languages from 11 top-level language families: Arabic (Modern Standard), Assamese, Braj, Chukchi, Eastern Armenian, Evenki, Georgian, Gothic, Gujarati, Hebrew, Hungarian, Itelmen, Karelian, Kazakh, Ket, Khalkha Mongolian, Kholosi, Korean, Lamahalot, Low German, Ludic, Magahi, Middle Low German, Old English, Old High German, Old Norse, Polish, Pomak, Slovak, Turkish, Upper Sorbian, Veps, and Xibe.
SIGMORPHON–UniMorph 2022 Shared Task 0: Modeling Inflection in Language Acquisition
This year’s iteration of the SIGMORPHONUniMorph shared task on “human-like” morphological inflection generation focuses on generalization and errors in language acquisition.
Computational Morphology and Lexicography Modeling of Modern Standard Arabic Nominals
Modern Standard Arabic (MSA) nominals present many morphological and lexical modeling challenges that have not been consistently addressed previously.
Exploring Linguistic Probes for Morphological Generalization
Modern work on the cross-linguistic computational modeling of morphological inflection has typically employed language-independent data splitting algorithms.
Morphological Inflection: A Reality Check
Morphological inflection is a popular task in sub-word NLP with both practical and cognitive applications.
UniMorph 4.0: Universal Morphology
The project comprises two major thrusts: a language-independent feature schema for rich morphological annotation and a type-level resource of annotated data in diverse languages realizing that schema.
Morphosyntactic Tagging with Pre-trained Language Models for Arabic and its Dialects
We present state-of-the-art results on morphosyntactic tagging across different varieties of Arabic using fine-tuned pre-trained transformer language models.
Morphological Analysis and Disambiguation for Gulf Arabic: The Interplay between Resources and Methods
In this paper we present the first full morphological analysis and disambiguation system for Gulf Arabic.
CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing
We present CAMeL Tools, a collection of open-source tools for Arabic natural language processing in Python.
A Spelling Correction Corpus for Multiple Arabic Dialects
In this paper, we present the MADAR CODA Corpus, a collection of 10, 000 sentences from five Arabic city dialects (Beirut, Cairo, Doha, Rabat, and Tunis) represented in the Conventional Orthography for Dialectal Arabic (CODA) in parallel with their raw original form.
A Little Linguistics Goes a Long Way: Unsupervised Segmentation with Limited Language Specific Guidance
We present de-lexical segmentation, a linguistically motivated alternative to greedy or other unsupervised methods, requiring only minimal language specific input.
An Arabic Morphological Analyzer and Generator with Copious Features
We introduce CALIMA-Star, a very rich Arabic morphological analyzer and generator that provides functional and form-based morphological features as well as built-in tokenization, phonological representation, lexical rationality and much more.
MADARi: A Web Interface for Joint Arabic Morphological Annotation and Spelling Correction
In this paper, we introduce MADARi, a joint morphological annotation and spelling correction system for texts in Standard and Dialectal Arabic.
A Morphological Analyzer for Gulf Arabic Verbs
We present CALIMAGLF, a Gulf Arabic morphological analyzer currently covering over 2, 600 verbal lemmas.
CamelParser: A system for Arabic Syntactic Analysis and Morphological Disambiguation
In this paper, we present CamelParser, a state-of-the-art system for Arabic syntactic dependency analysis aligned with contextually disambiguated morphological features.
YAMAMA: Yet Another Multi-Dialect Arabic Morphological Analyzer
In this paper, we present YAMAMA, a multi-dialect Arabic morphological analyzer and disambiguator.
A Large Scale Corpus of Gulf Arabic
Most Arabic natural language processing tools and resources are developed to serve Modern Standard Arabic (MSA), which is the official written language in the Arab World.
DALILA: The Dialectal Arabic Linguistic Learning Assistant
Dialectal Arabic (DA) poses serious challenges for Natural Language Processing (NLP).
